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EPFL 17/18-Statistical machine learning

Jupyter Ipython notebooks for the exercises of the course Statistical learning.

Installation

  1. Install Python 3.6 and Anaconda.
  2. Create an anaconda environment.
    conda create -n statistical_learning python=3.6
    source activate
  3. Clone or download the repository.
    git clone https://github.com/AdriBesson/Statistical_learning_course
    cd statistical_learning_course
  4. Install the python dependencies
    pip install --upgrade pip
    pip install -r requirements.txt

Usage

  1. Go in the desired directory and run jupyter notebook
    cd week1
    jupyter notebook
  2. Run the desired notebook

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EPFL course Statistical learning (MATH-412)

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